2026
SCALING MULTI-TALKER ASR WITH SPEAKER-AGNOSTIC ACTIVITY STREAMS
ICASSP 2026oral
An increasingly common training paradigm for multi-talker automatic speech recognition (ASR) is to use speaker activity signals to adapt single-speaker ASR models for overlapping speech. Although effective, these systems require running the ASR model once per speaker, resulting in inference costs th…